Actually, Gimp is the problem. It's obvious they don't have a very good rendering engine. The plots looks very good under Inkscape.
The quality of the svg plot depends in large plot on the svg renderer
-- perhaps word doesn't do a good job rendering SVG? The
matplotlib PNG files look good because agg is a good rendering engine.